Construct · 1 fields · 1 citations

fused lasso: a standalone construct

One name. One construct. A landmark on the map.

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fused lasso1 CONSTRUCTFused lassoTIBSHIRANI · STATISTICS

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Statistics

a penalized regression that penalizes both coefficient sizes and differences between neighboring coefficients, encouraging sparse and piecewise-constant solutions.

In statistics, fused lasso refers to a penalized regression that penalizes both coefficient sizes and differences between neighboring coefficients, encouraging sparse and piecewise-constant solutions. This meaning comes from Tibshirani (2004) in Journal of the Royal Statistical Society Series B: Statistical Methodology.[1]

Unit
Recovery means
Measured by

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Nearby constructs

lasso1 fields · 1 citationsanchor · one construct, one fieldneighboring1 fields · 1 citationsanchor · a standalone constructregression4 fields · 5 citationsjingle · one word, four constructs

References

  1. Tibshirani, R., Saunders, M., Rosset, S., Zhu, J., & Knight, K. (2004). Sparsity and Smoothness Via the Fused Lasso. Journal of the Royal Statistical Society Series B: Statistical Methodology, 67(1), 91-108. https://doi.org/10.1111/j.1467-9868.2005.00490.x

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